FedDA: Faster Framework of Local Adaptive Gradient Methods via Restarted Dual Averaging

Federated Learning Survey: A Multi-Level Taxonomy of Aggregation Techniques, Experimental Insights, and Future Frontiers

M Arbaoui, MA Brahmia, A Rahmoun… - ACM Transactions on …, 2024 - dl.acm.org
The emerging integration of IoT (Internet of Things) and AI (Artificial Intelligence) has
unlocked numerous opportunities for innovation across diverse industries. However …
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FADAS: Towards Federated Adaptive Asynchronous Optimization

Y Wang, S Wang, S Lu, J Chen - Forty-first International Conference on … - openreview.net
Federated learning (FL) has emerged as a widely adopted training paradigm for privacy-
preserving machine learning. While the SGD-based FL algorithms have demonstrated …
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